The wallpapers can be downloaded right now from the source link below where you will also find the default lock screen image which is new in Windows 8.1. The wallpapers and lock screen images have been extracted directly from Windows 8.1 RTM and are in their original form.

After seeing the wallpapers (above), some of them are really nice and attractive and far more-better than those found in Windows 8.